Meituan Technology Team

Apr 13, 2023 · Artificial Intelligence

Peak-First Regularization for Low-Latency Streaming Speech Recognition

The paper presents a low‑latency streaming speech‑recognition solution that reframes latency reduction as a knowledge‑distillation task, using a simple peak‑first regularization term to shift CTC output probabilities leftward and achieve up to 200 ms average latency reduction without harming word error rate.